Fault detection, isolation and service restoration in modern power distribution systems: A review

I Srivastava, S Bhat, BVS Vardhan, ND Bokde - Energies, 2022 - mdpi.com
This study examines the conceptual features of Fault Detection, Isolation, and Restoration
(FDIR) following an outage in an electric distribution system. This paper starts with a …

Applications of artificial intelligence in distribution power system operation

S Stock, D Babazadeh, C Becker - IEEE access, 2021 - ieeexplore.ieee.org
Due to the energy transition and the distribution of electricity generation, distribution power
systems gain a lot of attention as their importance increases and new challenges in …

A comparative analysis of hyperparameter tuned stochastic short term load forecasting for power system operator

BVS Vardhan, M Khedkar, I Srivastava, P Thakre… - Energies, 2023 - mdpi.com
Intermittency in the grid creates operational issues for power system operators (PSO). One
such intermittent parameter is load. Accurate prediction of the load is the key to proper …

A modified shuffled frog leaping algorithm with inertia weight

Z Zhao, M Wang, Y Liu, Y Chen, K He, Z Liu - Scientific Reports, 2024 - nature.com
The shuffled frog leaping algorithm (SFLA) is a promising metaheuristic bionics algorithm,
which has been designed by the shuffled complex evolution and the particle swarm …

Optimal service restoration scheme for radial distribution network using teaching learning based optimization

M Ayalew, B Khan, ZM Alaas - Energies, 2022 - mdpi.com
In the event of a fault isolation process, all loads located downstream from the faulted point
become out of service, and as a consequence, the power interruption affects a greater …

Hybrid localization scheme using K‐fold optimization with machine learning in WSN

P Yadav, SC Sharma, V Rishiwal - International Journal of …, 2022 - Wiley Online Library
Node localization technology can identify and track nodes, making observing data more
relevant; for example, information received at the sink node would be useless to the client if …

Estudio del uso y contribución de la inteligencia artificial para la operación en redes eléctricas

LF Ortiz-Torres, E Gómez-Luna… - Revista UIS …, 2024 - revistas.uis.edu.co
Este estudio tiene como objetivo mostrar el panorama actual de la operación de las redes
eléctricas con la influencia de la inteligencia artificial (IA), la cual a través de sus técnicas y …

Load Balancing and Restoring Service by Using Hybrid Ant Lion and Improved Mayfly Optimization Technique

GP Rao, PR Babu - Journal of Asian Energy Studies, 2023 - ejournals.lib.hkbu.edu.hk
The most common problems encountered in any electrical distribution system are load
unbalance and restoring service to healthy zones in the case of a fault. The load on the …

Acceleration Framework and Solution Algorithm for Distribution System Restoration Based on End-to-End Optimization Strategy

Y Wang, Z Yan, L Sang, L Hong, Q Hu… - … on Power Systems, 2023 - ieeexplore.ieee.org
The distribution system restoration (DSR) problem is traditionally modeled as a mixed-
integer linear programming (MILP) model. However, a significant number of integer …

A novel variable neighborhood descent algorithm for service restoration in radial electrical distribution networks

GF Puerta, LH Macedo, J Soares… - Logic Journal of the …, 2024 - academic.oup.com
This paper presents a variable neighborhood descent algorithm for the service restoration
problem (SRP) in electrical distribution systems. The restoration problem appears when a …